Specimen AICL — independent AI product studio
We build the AI products we wish existed.
AI Crafts Lab is a small studio that designs, builds, and ships AI products, tools, and automation — usually for ourselves first, then for whoever needs the same thing.
What we build
Five working modes, one studio.
AI products
Full products with a model at the core, built to be used daily, not demoed once.
AI tools
Focused, single-purpose tools that do one job well and stay out of the way.
Automation
Workflows that quietly remove a repeated task, and know when to hand back to a person.
Digital experiences
Interfaces and sites designed with the same care as the systems behind them.
Experiments
Small, fast prototypes built to answer one question — most are never shipped, and that's fine.
The lab
What's on the bench.
A running catalog of what we're building — some public, some still on the bench. Every entry gets a number and stays.
Field notes
An internal research log where every experiment gets written up, win or fail. The first product built for the lab itself.
Signal
A small automation that watches a workflow for the moment it needs a human, and only then.
Untitled experiment
Early-stage. We build in the open once there's something worth showing.
Philosophy
How we decide what to build.
- Build useful things.
- Not impressive things, not clever things — things a person keeps coming back to because it earns its place.
- Experiment quickly.
- Most ideas are wrong. The fastest way to find the right one is to build the cheap, ugly version first.
- Combine AI, design, and engineering.
- A model is not a product. The product is the judgment about where it helps and where it should stay quiet.
- Turn ideas into working software.
- A deck is a promise. Software is the thing that gets kept — so that's what we spend our time on.
Get in touch
Have something worth building? Tell us about it.
No pitch decks required. A clear problem and a rough idea of "done" is plenty to start with.